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2020 – today
- 2024
[j18]Dewi Yokelson
, Oskar Lappi, Srinivasan Ramesh, Miikka S. Väisälä, Kevin A. Huck, Touko Puro, Boyana Norris, Maarit J. Korpi-Lagg, Keijo Heljanko, Allen D. Malony:
SOMA: Observability, monitoring, and in situ analytics for exascale applications. Concurr. Comput. Pract. Exp. 36(19) (2024)- [j17]Lois Curfman McInnes, Michael A. Heroux, David E. Bernholdt, Anshu Dubey, Elsa Gonsiorowski, Rinku Gupta, Osni Marques, J. David Moulton, Hai Ah Nam, Boyana Norris, Elaine M. Raybourn, James M. Willenbring, Ann S. Almgren, Roscoe A. Bartlett, Kita Cranfill, Stephen Fickas, Don Frederick, William F. Godoy, Patricia A. Grubel, Rebecca Hartman-Baker, Axel Huebl, Rose Lynch, Addi Malviya-Thakur, Reed Milewicz, Mark C. Miller, Miranda Mundt, Erik Palmer, Suzanne Parete-Koon, Megan Phinney, Katherine Riley, David M. Rogers, Benjamin H. Sims, Deborah Stevens, Gregory R. Watson:
A Cast of Thousands: How the IDEAS Productivity Project Has Advanced Software Productivity and Sustainability. Comput. Sci. Eng. 26(1): 48-60 (2024) - [i14]Aliza Lisan, Boyana Norris:
Guiding Effort Allocation in Open-Source Software Projects Using Bus Factor Analysis. CoRR abs/2401.03303 (2024) - 2023
- [c61]S. Srinivasan, Arindam Khanda, S. Srinivasan, A. Pandey, Sajal K. Das, Sanjukta Bhowmick, Boyana Norris:
A Distributed Algorithm for Identifying Strongly Connected Components on Incremental Graphs. SBAC-PAD 2023: 109-118 - [c60]Hammad Ather, Jean Luca Bez, Boyana Norris, Suren Byna:
Illuminating the I/O Optimization Path of Scientific Applications. ISC 2023: 22-41 - [i13]Lois Curfman McInnes, Michael A. Heroux, David E. Bernholdt, Anshu Dubey, Elsa Gonsiorowski, Rinku Gupta, Osni Marques, J. David Moulton, Hai Ah Nam, Boyana Norris, Elaine M. Raybourn, James M. Willenbring, Ann S. Almgren, Ross Bartlett, Kita Cranfill, Stephen Fickas, Don Frederick, William F. Godoy, Patricia Grubel, Rebecca Hartman-Baker, Axel Huebl, Rose Lynch, Addi Malviya-Thakur, Reed Milewicz, Mark C. Miller, Miranda Mundt, Erik Palmer, Suzanne Parete-Koon, Megan Phinney, Katherine Riley, David M. Rogers, Benjamin H. Sims, Deborah Stevens, Gregory R. Watson:
A cast of thousands: How the IDEAS Productivity project has advanced software productivity and sustainability. CoRR abs/2311.02010 (2023) - 2022
- [j16]Sriram Srinivasan, Samuel D. Pollard, Boyana Norris, Sajal K. Das, Sanjukta Bhowmick:
A Shared-Memory Algorithm for Updating Tree-Based Properties of Large Dynamic Networks. IEEE Trans. Big Data 8(2): 302-317 (2022) - [j15]Arindam Khanda, Sriram Srinivasan, Sanjukta Bhowmick, Boyana Norris, Sajal K. Das:
A Parallel Algorithm Template for Updating Single-Source Shortest Paths in Large-Scale Dynamic Networks. IEEE Trans. Parallel Distributed Syst. 33(4): 929-940 (2022) - [c59]Brian J. Gravelle, William David Nystrom, Boyana Norris:
Performance Analysis with Unified Hardware Counter Metrics. PMBS@SC 2022: 60-70 - 2021
- [c58]Shahid Hussain, Kaley Chicoine, Boyana Norris:
Empirical Investigation of Code Quality Rule Violations in HPC Applications. EASE 2021: 402-411 - [c57]Brian J. Gravelle, William David Nystrom, Dewi Yokelson, Boyana Norris:
Enabling Cache Aware Roofline analysis with Portable Hardware Counter Metrics. PMBS 2021: 75-81 - [c56]Bosco Ndemeye, Shahid Hussain, Boyana Norris:
Threshold-Based Analysis of the Code Quality of High-Performance Computing Software Packages. QRS Companion 2021: 222-228 - [i12]Giuseppe Cerati, Peter Elmer, Brian J. Gravelle, Matti Kortelainen, Vyacheslav Krutelyov, Steven Lantz, Mario Masciovecchio, Kevin McDermott, Boyana Norris, Allison Reinsvold Hall, Micheal Reid, Daniel Riley, Matevz Tadel, Peter Wittich, Bei Wang, Frank Würthwein, Avraham Yagil:
Parallelizing the Unpacking and Clustering of Detector Data for Reconstruction of Charged Particle Tracks on Multi-core CPUs and Many-core GPUs. CoRR abs/2101.11489 (2021) - 2020
- [j14]A. Grannan, Kanika Sood, Boyana Norris, Anshu Dubey:
Understanding the landscape of scientific software used on high-performance computing platforms. Int. J. High Perform. Comput. Appl. 34(4) (2020) - [c55]Kewen Meng, Boyana Norris:
Guiding Code Optimizations with Deep Learning-Based Code Matching. LCPC 2020: 20-28 - [c54]Samuel D. Pollard, Boyana Norris:
A Statistical Analysis of Error in MPI Reduction Operations. CORRECTNESS@SC 2020: 49-57 - [i11]Sara Riazi, Boyana Norris:
Distributed-Memory Vertex-Centric Network Embedding for Large-Scale Graphs. CoRR abs/2006.04236 (2020) - [i10]Kewen Meng, Boyana Norris:
Guiding Optimizations with Meliora: A Deep Walk down Memory Lane. CoRR abs/2006.09473 (2020)
2010 – 2019
- 2019
- [c53]Brian J. Gravelle, Boyana Norris:
Performance Analysis of Compressed Batch Matrix Operations on Small Matrices. HPCS 2019: 424-427 - [c52]Sara Riazi, Boyana Norris:
Large-Scale Vertex-Centric Network Embedding via Apache Spark. ICDM (Posters) 2019: 111-122 - [c51]Roba Binyahib, David Pugmire, Boyana Norris, Hank Childs:
A Lifeline-Based Approach for Work Requesting and Parallel Particle Advection. LDAV 2019: 52-61 - [c50]Samuel D. Pollard, Sudharshan Srinivasan, Boyana Norris:
A Performance and Recommendation System for Parallel Graph Processing Implementations: Work-In-Progress. ICPE Companion 2019: 25-28 - 2018
- [j13]Prasanna Balaprakash, Jack J. Dongarra, Todd Gamblin, Mary W. Hall, Jeffrey K. Hollingsworth, Boyana Norris, Richard W. Vuduc:
Autotuning in High-Performance Computing Applications. Proc. IEEE 106(11): 2068-2083 (2018) - [c49]Sara Riazi, Sriram Srinivasan, Sajal K. Das, Sanjukta Bhowmick, Boyana Norris:
Single-Source Shortest Path Tree for Big Dynamic Graphs. IEEE BigData 2018: 4054-4062 - [c48]Sriram Srinivasan, Sara Riazi, Boyana Norris, Sajal K. Das, Sanjukta Bhowmick:
A Shared-Memory Parallel Algorithm for Updating Single-Source Shortest Paths in Large Dynamic Networks. HiPC 2018: 245-254 - [c47]Robert V. Lim, Boyana Norris, Allen D. Malony:
A Similarity Measure for GPU Kernel Subgraph Matching. LCPC 2018: 37-53 - 2017
- [c46]Kewen Meng, Boyana Norris:
Mira: A Framework for Static Performance Analysis. CLUSTER 2017: 103-113 - [c45]Samuel D. Pollard, Boyana Norris:
A Comparison of Parallel Graph Processing Implementations. CLUSTER 2017: 657-658 - [c44]Kanika Sood, Boyana Norris, Elizabeth R. Jessup:
Comparative Performance Modeling of Parallel Preconditioned Krylov Methods. HPCC/SmartCity/DSS 2017: 26-33 - [c43]Robert V. Lim, Boyana Norris, Allen D. Malony:
Autotuning GPU Kernels via Static and Predictive Analysis. ICPP 2017: 523-532 - [c42]Boyana Norris, Wyatt Spear, Allen D. Malony:
Performance Analysis of Applications in the Context of Architectural Rooflines. ICPE 2017: 345-348 - [i9]Robert V. Lim, Boyana Norris, Allen D. Malony:
Autotuning GPU Kernels via Static and Predictive Analysis. CoRR abs/1701.08547 (2017) - [i8]Samuel Pollard, Boyana Norris:
A Comparison of Parallel Graph Processing Benchmarks. CoRR abs/1704.02003 (2017) - [i7]Kewen Meng, Boyana Norris:
Mira: A Framework for Static Performance Analysis. CoRR abs/1705.07575 (2017) - [i6]Robert V. Lim, Boyana Norris, Allen D. Malony:
A Similarity Measure for GPU Kernel Subgraph Matching. CoRR abs/1707.02423 (2017) - 2016
- [j12]Elizabeth R. Jessup, Pate Motter, Boyana Norris, Kanika Sood:
Performance-Based Numerical Solver Selection in the Lighthouse Framework. SIAM J. Sci. Comput. 38(5) (2016) - [c41]Sara Riazi, Boyana Norris:
GraphFlow: Workflow-based big graph processing. IEEE BigData 2016: 3336-3343 - [c40]Benjamin A. Allan, Jim M. Brandt, Ann C. Gentile, Cory Lueninghoener, Nichamon Naksinehaboon, Boyana Norris, Narate Taerat:
HPCMASPA Introduction and Committees. IPDPS Workshops 2016: 1665-1666 - 2015
- [j11]Thomas Nelson, Geoffrey Belter, Jeremy G. Siek, Elizabeth R. Jessup, Boyana Norris:
Reliable Generation of High-Performance Matrix Algebra. ACM Trans. Math. Softw. 41(3): 18:1-18:27 (2015) - [c39]Mohammad J. Rashti, Gerald Sabin, David Vansickle, Boyana Norris:
WattProf: A Flexible Platform for Fine-Grained HPC Power Profiling. CLUSTER 2015: 698-705 - [c38]Robert V. Lim, Allen D. Malony, Boyana Norris, Nicholas Chaimov:
Identifying Optimization Opportunities Within Kernel Execution in GPU Codes. Euro-Par Workshops 2015: 185-196 - [c37]Thomas Nelson, Axel Rivera, Prasanna Balaprakash, Mary W. Hall, Paul D. Hovland, Elizabeth R. Jessup, Boyana Norris:
Generating Efficient Tensor Contractions for GPUs. ICPP 2015: 969-978 - [c36]Kanika Sood, Boyana Norris, Elizabeth R. Jessup:
Lighthouse: a taxonomy-based solver selection tool. SEPS@SPLASH 2015: 66-70 - [c35]Pate Motter, Kanika Sood, Elizabeth R. Jessup, Boyana Norris:
Lighthouse: an automated solver selection tool. SE-HPCCSE@SC 2015: 16-24 - [c34]Xiaoguang Dai, Boyana Norris, Allen D. Malony:
Autoperf: Workflow Support for Performance Experiments. WOSP-C@ICPE 2015: 11-16 - [i5]Wyatt Spear, Boyana Norris:
A Roofline Visualization Framework. CoRR abs/1501.06223 (2015) - 2014
- [j10]Alfonso Callejo, Sri Hari Krishna Narayanan, Javier García de Jalón, Boyana Norris:
Performance of automatic differentiation tools in the dynamic simulation of multibody systems. Adv. Eng. Softw. 73: 35-44 (2014) - [c33]Nicholas Chaimov, Boyana Norris, Allen D. Malony:
Toward multi-target autotuning for accelerators. ICPADS 2014: 534-541 - [i4]Boyana Norris, Sa-Lin Bernstein, Ramya Nair, Elizabeth R. Jessup:
Lighthouse: A User-Centered Web Service for Linear Algebra Software. CoRR abs/1408.1363 (2014) - 2013
- [j9]Scott D. Peckham, Eric W. H. Hutton, Boyana Norris:
A component-based approach to integrated modeling in the geosciences: The design of CSDMS. Comput. Geosci. 53: 3-12 (2013) - [j8]Daniel Lowell, Jeswin Godwin, Justin Holewinski, Deepan Karthik, Chekuri Choudary, Azamat Mametjanov, Boyana Norris, Gerald Sabin, P. Sadayappan, Jason Sarich:
Stencil-Aware GPU Optimization of Iterative Solvers. SIAM J. Sci. Comput. 35(5) (2013) - [c32]Prasanna Balaprakash, Darius Buntinas, Anthony Chan, Apala Guha, Rinku Gupta, Sri Hari Krishna Narayanan, Andrew A. Chien, Paul D. Hovland, Boyana Norris:
Exascale workload characterization and architecture implications. ISPASS 2013: 120-121 - [c31]Atanas Radenski, Boyana Norris:
MapReduce Streaming Algorithms for Laplace Relaxation on the Cloud. PARCO 2013: 215-224 - [c30]Prasanna Balaprakash, Darius Buntinas, Anthony Chan, Apala Guha, Rinku Gupta, Sri Hari Krishna Narayanan, Andrew A. Chien, Paul D. Hovland, Boyana Norris:
Exascale workload characterization and architecture implications. SpringSim (HPC) 2013: 5 - [i3]Anshu Dubey, Steven R. Brandt, Richard C. Brower, M. Giles, Paul D. Hovland, Don Q. Lamb, Frank Löffler, Boyana Norris, Brian W. O'Shea, Claudio Rebbi, Marc Snir, Rajeev Thakur:
Software Abstractions and Methodologies for HPC Simulation Codes on Future Architectures. CoRR abs/1309.1780 (2013) - [i2]Azamat Mametjanov, Boyana Norris:
Software Autotuning for Sustainable Performance Portability. CoRR abs/1309.1894 (2013) - 2012
- [c29]Azamat Mametjanov, Daniel Lowell, Ching-Chen Ma, Boyana Norris:
Autotuning Stencil-Based Computations on GPUs. CLUSTER 2012: 266-274 - [c28]Prasanna Balaprakash, Darius Buntinas, Anthony Chan, Apala Guha, Rinku Gupta, Sri Hari Krishna Narayanan, Andrew A. Chien, Paul D. Hovland, Boyana Norris:
Abstract: An Exascale Workload Study. SC Companion 2012: 1463-1464 - [c27]Prasanna Balaprakash, Darius Buntinas, Anthony Chan, Apala Guha, Rinku Gupta, Sri Hari Krishna Narayanan, Andrew A. Chien, Paul D. Hovland, Boyana Norris:
Poster: An Exascale Workload Study. SC Companion 2012: 1465 - [c26]Prasanna Balaprakash, Stefan M. Wild, Boyana Norris:
SPAPT: Search Problems in Automatic Performance Tuning. ICCS 2012: 1959-1968 - [i1]Geoffrey Belter, Elizabeth R. Jessup, Thomas Nelson, Boyana Norris, Jeremy G. Siek:
Reliable Generation of High-Performance Matrix Algebra. CoRR abs/1205.1098 (2012) - 2011
- [c25]Steve Goldhaber, Stefan Muszala, Nanbor Wang, James F. Amundson, Eric G. Stern, Boyana Norris, Daihee Kim:
Poster: performance modeling and computational quality of service (CQoS) in synergia2 accelerator simulations. SC Companion 2011: 61-62 - [c24]Sri Hari Krishna Narayanan, Boyana Norris, Paul D. Hovland, Duc C. Nguyen, Assefaw Hadish Gebremedhin:
Sparse Jacobian Computation Using ADIC2 and ColPack. ICCS 2011: 2115-2123 - 2010
- [c23]Sri Hari Krishna Narayanan, Boyana Norris, Paul D. Hovland:
Generating Performance Bounds from Source Code. ICPP Workshops 2010: 197-206 - [c22]Sri Hari Krishna Narayanan, Boyana Norris, Beata Winnicka:
ADIC2: Development of a component source transformation system for differentiating C and C++. ICCS 2010: 1845-1853
2000 – 2009
- 2009
- [c21]Boyana Norris, Albert Hartono, Elizabeth R. Jessup, Jeremy G. Siek:
Generating Empirically Optimized Composed Matrix Kernels from MATLAB Prototypes. ICCS (1) 2009: 248-258 - [c20]Albert Hartono, Muthu Manikandan Baskaran, Cédric Bastoul, Albert Cohen, Sriram Krishnamoorthy, Boyana Norris, J. Ramanujam, P. Sadayappan:
Parametric multi-level tiling of imperfectly nested loops. ICS 2009: 147-157 - [c19]Albert Hartono, Boyana Norris, Ponnuswamy Sadayappan:
Annotation-based empirical performance tuning using Orio. IPDPS 2009: 1-11 - [c18]Li Li, Joseph P. Kenny, Meng-Shiou Wu, Kevin A. Huck, Alexander Gaenko, Mark S. Gordon, Curtis L. Janssen, Lois C. McInnes, Hirotoshi Mori, Heather Netzloff, Boyana Norris, Theresa L. Windus:
Adaptive Application Composition in Quantum Chemistry. QoSA 2009: 194-211 - 2008
- [j7]Christian H. Bischof, Paul D. Hovland, Boyana Norris:
On the implementation of automatic differentiation tools. High. Order Symb. Comput. 21(3): 311-331 (2008) - [j6]Benjamin A. Allan, Boyana Norris, Wael R. Elwasif, Robert C. Armstrong:
Managing scientific software complexity with Bocca and CCA. Sci. Program. 16(4): 315-327 (2008) - [c17]Kevin A. Huck, Oscar R. Hernandez, Van Bui, Sunita Chandrasekaran, Barbara M. Chapman, Allen D. Malony, Lois C. McInnes, Boyana Norris:
Capturing performance knowledge for automated analysis. SC 2008: 49 - 2007
- [j5]Zdzislaw Meglicki, Stephen K. Gray, Boyana Norris:
Multigrid FDTD with Chombo. Comput. Phys. Commun. 176(2): 109-120 (2007) - [c16]Everest T. Ong, Jay Walter Larson, Boyana Norris, Robert L. Jacob, Michael Tobis, Michael Steder:
Multilingual Interfaces for Parallel Coupling in Multiphysics and Multiscale Systems. International Conference on Computational Science (1) 2007: 931-938 - [c15]Jay Walter Larson, Boyana Norris:
Component Specification for Parallel Coupling Infrastructure. ICCSA (3) 2007: 55-68 - 2006
- [j4]David E. Bernholdt, Benjamin A. Allan, Robert C. Armstrong, Felipe Bertrand, Kenneth Chiu, Tamara Dahlgren, Kostadin Damevski, Wael R. Elwasif, Thomas Epperly, Madhusudhan Govindaraju, Daniel S. Katz, James Arthur Kohl, Manojkumar Krishnan, Gary Kumfert, Jay Walter Larson, Sophia Lefantzi, Michael J. Lewis, Allen D. Malony, Lois C. McInnes, Jarek Nieplocha, Boyana Norris, Steven G. Parker, Jaideep Ray, Sameer Shende, Theresa L. Windus, Shujia Zhou:
A Component Architecture for High-Performance Scientific Computing. Int. J. High Perform. Comput. Appl. 20(2): 163-202 (2006) - [c14]Sayaka Akioka, Konrad Malkowski, Padma Raghavan, Mary Jane Irwin, Lois C. McInnes, Boyana Norris:
Characterizing the Performance and Energy Attributes of Scientific Simulations. International Conference on Computational Science (1) 2006: 242-249 - [c13]Boyana Norris, Sanjukta Bhowmick, Dinesh K. Kaushik, Lois Curfman McInnes:
Middleware for Dynamic Adaptation of Component Applications. Grid-Based Problem Solving Environments 2006: 127-149 - [c12]Paul D. Hovland, Boyana Norris, Michelle Mills Strout, Jean Utke:
Term Graphs for Computing Derivatives in Imperative Languages. TERMGRAPH@ETAPS 2006: 99-111 - 2005
- [j3]Paul D. Hovland, Boyana Norris, Barry F. Smith:
Making automatic differentiation truly automatic: coupling PETSc with ADIC. Future Gener. Comput. Syst. 21(8): 1426-1438 (2005) - [c11]Padma Raghavan, Mary Jane Irwin, Lois C. McInnes, Boyana Norris:
Adaptive Software for Scientific Computing: Co-Managing Quality-Performance-Power Tradeoffs. IPDPS 2005 - 2004
- [j2]Sanjukta Bhowmick, Padma Raghavan, Lois C. McInnes, Boyana Norris:
Faster PDE-based simulations using robust composite linear solvers. Future Gener. Comput. Syst. 20(3): 373-387 (2004) - [c10]Boyana Norris, Jaideep Ray, Robert C. Armstrong, Lois C. McInnes, David E. Bernholdt, Wael R. Elwasif, Allen D. Malony, Sameer Shende:
Computational Quality of Service for Scientific Components. CBSE 2004: 264-271 - [c9]Boyana Norris:
Software Architecture Issues in Scientific Component Development. PARA 2004: 629-636 - 2003
- [c8]Sanjukta Bhowmick, Lois C. McInnes, Boyana Norris, Padma Raghavan:
The Role of Multi-method Linear Solvers in PDE-based Simulations. ICCSA (1) 2003: 828-839 - 2002
- [j1]Boyana Norris, Satish Balay, Steven Benson, Lori A. Freitag, Paul D. Hovland, Lois C. McInnes, Barry F. Smith:
Parallel components for PDEs and optimization: some issues and experiences. Parallel Comput. 28(12): 1811-1831 (2002) - [c7]Paul D. Hovland, Boyana Norris, Barry F. Smith:
Making Automatic Differentiation Truly Automatic: Coupling PETSc with ADIC. International Conference on Computational Science (2) 2002: 1087-1096 - [c6]Christian H. Bischof, Paul D. Hovland, Boyana Norris:
Implementation of automatic differentiation tools. PEPM 2002: 98-107 - 2001
- [c5]Boyana Norris, Paul D. Hovland:
A Distributed Application Server for Automatic Differentiation. IPDPS 2001: 176 - 2000
- [b1]Boyana Norris:
An Environment for Interactive Parallel Numerical Computing. University of Illinois Urbana-Champaign, USA, 2000 - [c4]Atanas Radenski, Boyana Norris:
Generic Cluster-Computing Algorithms and Applications. PDPTA 2000
1990 – 1999
- 1999
- [c3]Atanas Radenski, Boyana Norris, W. Chen:
A generic all-pairs cluster-computing pipeline and its applications. PARCO 1999: 366-374 - 1998
- [c2]Atanas Radenski, A. Vann, Boyana Norris:
Development and Utilization of Parallel Generic Algorithms for Scientific Computations. ECOOP Workshops 1998: 464-465 - 1997
- [c1]Atanas Radenski, A. Vann, Boyana Norris:
Parallel Probabilistic Computations on a Cluster of Workstations. PARCO 1997: 105-112
Coauthor Index
Lois C. McInnes
aka: Lois Curfman McInnes
aka: Lois Curfman McInnes
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